用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/arm2arm/AstroAgentAssistant --skill sh26-data-sampling命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
正在显示 SKILL.md
| name | sh26-data-sampling |
| title | SH26 5M-row sample from Newton joined catalog |
| description | Use when sampling or refreshing the ~5M row SH26 dataset. |
| tags | ["sh26","data-sampling","dask"] |
Source on Newton (141.33.4.144): /lustre/<user>/ipython/SH2025/reana/final/combined/sh26_final_joined/ — 4094 parts, ~402M rows. Script: scripts/sample_parquet.py.
# Sample on Newton
ssh arm2arm@141.33.4.144 \
"cd /lustre/<user>/ipython/SH2025/reana && python3 scripts/sample_parquet.py \
--input final/combined/sh26_final_joined/ \
--output sampled/sh26_5m_sample.parq/"
# SCP 8 splits locally
DEST=/home/hermes/projects/SH26/data/sh26_joined_5m.parq/
mkdir -p "$DEST"
for i in {0..7}; do
scp arm2arm@141.33.4.144:".../splits/part.${i}.parquet" "$DEST/"
done
# Run plots
cd /home/hermes/projects/SH26 && PYTHONPATH=src python -m sh26 plots --all --no-cuts \
--data data/sh26_joined_5m.parq --threads 16 --memory 4GB
PITFALL: Never use sh26_phase1_dedup/ — missing enriched SH21/Weiler/BJ columns. Use only sh26_final_joined/.